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基于MIMIC-IV数据库的成年人体外膜氧化支持期间出血和血栓并发症的危险因素
Zhifeng Chen1,2, Guiyuan Su3, Guohui Zhao2
1Department of Critical Care Medicine, The First Affiliated Hospital of Jinan University Guangzhou 510632, Guangdong, China.
American journal of translational research
|July 17, 2025
概括
在体外膜氧化 (ECMO) 期间,出血和血栓并发症很常见. 使用ECMO提取,D-二次和血小板计数的预测模型有助于早期风险识别.
科学领域:
- 关键护理医学 关键护理医学
- 心血管研究研究心血管研究
- 血液学 血液学 血液学
背景情况:
- 身体外膜氧化 (ECMO) 是严重心肺衰竭的生命支持措施.
- 在ECMO治疗期间,出血和血栓并发症存在重大风险.
- 识别预测因素对于管理这些并发症至关重要.
研究的目的:
- 确定成年ECMO患者出血和血栓性并发症的危险因素.
- 为这些并发症开发一个预测模型.
主要方法:
- 来自MIMIC-IV数据库的323名成年患者的回顾性分析.
- 使用了卡普兰-梅尔和考克斯回归分析.
- 收集了人口,临床和实验室数据.
主要成果:
- 出血/血栓并发症的发生率为26.0% (84/323名患者).
- 确定了独立的风险因素:D-二聚合物 (风险因素).
- 确定了独立的保护因素:ECMO戒断,血小板计数 (PLT).
- 使用ECMO撤回,D-二次和PLT的预测模型显示AUC值高 (0.932-0.941).
结论:
- 高频率的ECMO相关出血和血栓并发症需要主动管理.
- 在ECMO抽取,血小板计数和D-二次体是关键的影响因素.
- 开发的预测模型有助于早期识别高风险患者,并指导临床决策.
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